Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 40336 |
| Missing cells | 509176 |
| Missing cells (%) | 28.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 13.5 MiB |
| Average record size in memory | 352.0 B |
Variable types
| Numeric | 39 |
|---|---|
| Categorical | 5 |
SBP is highly correlated with MAP and 1 other fields | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with SBP and 1 other fields | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess | High correlation |
pH is highly correlated with BaseExcess | High correlation |
AST is highly correlated with Bilirubin_direct | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with AST and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP and 1 other fields | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with SBP and 1 other fields | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
BUN is highly correlated with Creatinine and 1 other fields | High correlation |
Creatinine is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Phosphate is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 | High correlation |
HCO3 is highly correlated with BaseExcess | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
DBP has 7411 (18.4%) missing values | Missing |
EtCO2 has 37120 (92.0%) missing values | Missing |
BaseExcess has 27126 (67.3%) missing values | Missing |
HCO3 has 20119 (49.9%) missing values | Missing |
FiO2 has 22527 (55.8%) missing values | Missing |
pH has 21401 (53.1%) missing values | Missing |
PaCO2 has 21980 (54.5%) missing values | Missing |
SaO2 has 27248 (67.6%) missing values | Missing |
AST has 25979 (64.4%) missing values | Missing |
BUN has 2018 (5.0%) missing values | Missing |
Alkalinephos has 26163 (64.9%) missing values | Missing |
Calcium has 5339 (13.2%) missing values | Missing |
Chloride has 18925 (46.9%) missing values | Missing |
Creatinine has 2049 (5.1%) missing values | Missing |
Bilirubin_direct has 38279 (94.9%) missing values | Missing |
Glucose has 1580 (3.9%) missing values | Missing |
Lactate has 27843 (69.0%) missing values | Missing |
Magnesium has 4931 (12.2%) missing values | Missing |
Phosphate has 12015 (29.8%) missing values | Missing |
Potassium has 1867 (4.6%) missing values | Missing |
Bilirubin_total has 26088 (64.7%) missing values | Missing |
TroponinI has 33283 (82.5%) missing values | Missing |
Hct has 2317 (5.7%) missing values | Missing |
Hgb has 2448 (6.1%) missing values | Missing |
PTT has 20098 (49.8%) missing values | Missing |
WBC has 2625 (6.5%) missing values | Missing |
Fibrinogen has 35821 (88.8%) missing values | Missing |
Platelets has 2577 (6.4%) missing values | Missing |
Unit1 has 15617 (38.7%) missing values | Missing |
Unit2 has 15617 (38.7%) missing values | Missing |
FiO2 is highly skewed (γ1 = 133.4320486) | Skewed |
PatientID has unique values | Unique |
BaseExcess has 3105 (7.7%) zeros | Zeros |
HospAdmTime has 1313 (3.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-11-29 10:26:45.905490 |
|---|---|
| Analysis finished | 2021-11-29 10:26:58.468624 |
| Duration | 12.56 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
| Distinct | 40336 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59671.27286 |
| Minimum | 1 |
|---|---|
| Maximum | 120000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2017.75 |
| Q1 | 10084.75 |
| median | 20475.5 |
| Q3 | 109916.25 |
| 95-th percentile | 117983.25 |
| Maximum | 120000 |
| Range | 119999 |
| Interquartile range (IQR) | 99831.5 |
Descriptive statistics
| Standard deviation | 50251.33712 |
|---|---|
| Coefficient of variation (CV) | 0.842136169 |
| Kurtosis | -1.946653503 |
| Mean | 59671.27286 |
| Median Absolute Deviation (MAD) | 20307 |
| Skewness | 0.01560297418 |
| Sum | 2406900462 |
| Variance | 2525196883 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 106559 | 1 | < 0.1% |
| 106552 | 1 | < 0.1% |
| 106553 | 1 | < 0.1% |
| 106554 | 1 | < 0.1% |
| 106555 | 1 | < 0.1% |
| 106556 | 1 | < 0.1% |
| 106557 | 1 | < 0.1% |
| 106558 | 1 | < 0.1% |
| 106560 | 1 | < 0.1% |
| Other values (40326) | 40326 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 120000 | 1 | |
| 119999 | 1 | |
| 119998 | 1 | |
| 119997 | 1 | |
| 119996 | 1 | |
| 119995 | 1 | |
| 119994 | 1 | |
| 119993 | 1 | |
| 119992 | 1 | |
| 119991 | 1 |
HR
Real number (ℝ≥0)
| Distinct | 276 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.0500781 |
| Minimum | 37 |
|---|---|
| Maximum | 280 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 73 |
| Q1 | 89 |
| median | 100 |
| Q3 | 114 |
| 95-th percentile | 136 |
| Maximum | 280 |
| Range | 243 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 19.25764104 |
|---|---|
| Coefficient of variation (CV) | 0.1887077541 |
| Kurtosis | 0.5953510792 |
| Mean | 102.0500781 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.4855828701 |
| Sum | 4115781.7 |
| Variance | 370.8567386 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 1002 | 2.5% |
| 96 | 923 | 2.3% |
| 100 | 916 | 2.3% |
| 88 | 872 | 2.2% |
| 92 | 864 | 2.1% |
| 102 | 845 | 2.1% |
| 94 | 838 | 2.1% |
| 104 | 835 | 2.1% |
| 98 | 820 | 2.0% |
| 106 | 778 | 1.9% |
| Other values (266) | 31638 |
| Value | Count | Frequency (%) |
| 37 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 45 | 2 | < 0.1% |
| 48 | 4 | < 0.1% |
| 49 | 2 | < 0.1% |
| 50 | 3 | < 0.1% |
| 51 | 4 | < 0.1% |
| 52 | 10 | |
| 53 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 280 | 1 | |
| 223 | 1 | |
| 211 | 1 | |
| 210 | 1 | |
| 201 | 1 | |
| 200 | 1 | |
| 199 | 1 | |
| 194 | 1 | |
| 193 | 1 | |
| 192 | 2 |
O2Sat
Real number (ℝ≥0)
| Distinct | 41 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 18 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.56572747 |
| Minimum | 27 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 98 |
| Q1 | 100 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 73 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.188173968 |
|---|---|
| Coefficient of variation (CV) | 0.01193356387 |
| Kurtosis | 655.579467 |
| Mean | 99.56572747 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -15.52733286 |
| Sum | 4014291 |
| Variance | 1.411757378 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 30838 | |
| 99 | 4446 | 11.0% |
| 98 | 2554 | 6.3% |
| 97 | 1064 | 2.6% |
| 96 | 386 | 1.0% |
| 99.5 | 359 | 0.9% |
| 98.5 | 212 | 0.5% |
| 95 | 136 | 0.3% |
| 97.5 | 112 | 0.3% |
| 96.5 | 56 | 0.1% |
| Other values (31) | 155 | 0.4% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 65 | 2 | |
| 67 | 1 | < 0.1% |
| 71 | 3 | |
| 74 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 79 | 3 | |
| 80 | 1 | < 0.1% |
| 82 | 2 |
| Value | Count | Frequency (%) |
| 100 | 30838 | |
| 99.5 | 359 | 0.9% |
| 99 | 4446 | 11.0% |
| 98.5 | 212 | 0.5% |
| 98 | 2554 | 6.3% |
| 97.5 | 112 | 0.3% |
| 97 | 1064 | 2.6% |
| 96.5 | 56 | 0.1% |
| 96 | 386 | 1.0% |
| 95.5 | 21 | 0.1% |
Temp
Real number (ℝ≥0)
| Distinct | 277 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 284 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.48079646 |
| Minimum | 30.5 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 30.5 |
|---|---|
| 5-th percentile | 36.5 |
| Q1 | 37 |
| median | 37.4 |
| Q3 | 37.9 |
| 95-th percentile | 38.78 |
| Maximum | 50 |
| Range | 19.5 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 0.7296040907 |
|---|---|
| Coefficient of variation (CV) | 0.01946607755 |
| Kurtosis | 5.766888317 |
| Mean | 37.48079646 |
| Median Absolute Deviation (MAD) | 0.46 |
| Skewness | 0.7000706456 |
| Sum | 1501180.86 |
| Variance | 0.5323221291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 2227 | 5.5% |
| 37.5 | 1677 | 4.2% |
| 37.2 | 1387 | 3.4% |
| 36.8 | 1304 | 3.2% |
| 37.1 | 1279 | 3.2% |
| 38 | 1265 | 3.1% |
| 37.4 | 1209 | 3.0% |
| 37.6 | 1208 | 3.0% |
| 37.3 | 1125 | 2.8% |
| 36.9 | 1125 | 2.8% |
| Other values (267) | 26246 |
| Value | Count | Frequency (%) |
| 30.5 | 1 | < 0.1% |
| 32.6 | 2 | |
| 32.7 | 1 | < 0.1% |
| 32.8 | 1 | < 0.1% |
| 33.3 | 1 | < 0.1% |
| 33.44 | 1 | < 0.1% |
| 33.5 | 3 | |
| 33.6 | 2 | |
| 33.7 | 2 | |
| 34 | 2 |
| Value | Count | Frequency (%) |
| 50 | 2 | |
| 42.22 | 1 | |
| 42.1 | 1 | |
| 41.8 | 1 | |
| 41.6 | 1 | |
| 41.5 | 1 | |
| 41.44 | 1 | |
| 41.4 | 2 | |
| 41.3 | 1 | |
| 41.25 | 1 |
| Distinct | 473 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 282 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 152.4966645 |
| Minimum | 35 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 116 |
| Q1 | 135 |
| median | 150 |
| Q3 | 168 |
| 95-th percentile | 196.675 |
| Maximum | 300 |
| Range | 265 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 25.11122854 |
|---|---|
| Coefficient of variation (CV) | 0.1646673954 |
| Kurtosis | 0.8941900348 |
| Mean | 152.4966645 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.5947822324 |
| Sum | 6108101.4 |
| Variance | 630.573799 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 140 | 727 | 1.8% |
| 148 | 665 | 1.6% |
| 142 | 646 | 1.6% |
| 146 | 640 | 1.6% |
| 144 | 636 | 1.6% |
| 150 | 630 | 1.6% |
| 136 | 625 | 1.5% |
| 147 | 616 | 1.5% |
| 141 | 612 | 1.5% |
| 149 | 606 | 1.5% |
| Other values (463) | 33651 |
| Value | Count | Frequency (%) |
| 35 | 1 | < 0.1% |
| 66 | 2 | |
| 69.5 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 72 | 2 | |
| 74 | 2 | |
| 75 | 3 | |
| 75.5 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 77 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 300 | 1 | < 0.1% |
| 299 | 1 | < 0.1% |
| 298 | 1 | < 0.1% |
| 296 | 3 | |
| 295 | 1 | < 0.1% |
| 294 | 1 | < 0.1% |
| 293 | 2 | |
| 292 | 2 | |
| 290 | 2 | |
| 287 | 1 | < 0.1% |
| Distinct | 682 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 104 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.2896853 |
| Minimum | 22 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 92 |
| median | 102.5 |
| Q3 | 116 |
| 95-th percentile | 142 |
| Maximum | 300 |
| Range | 278 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 23.4312629 |
|---|---|
| Coefficient of variation (CV) | 0.2204471941 |
| Kurtosis | 14.65292827 |
| Mean | 106.2896853 |
| Median Absolute Deviation (MAD) | 11.5 |
| Skewness | 2.71961821 |
| Sum | 4276246.62 |
| Variance | 549.0240809 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 96 | 869 | 2.2% |
| 98 | 856 | 2.1% |
| 100 | 836 | 2.1% |
| 94 | 822 | 2.0% |
| 102 | 805 | 2.0% |
| 97 | 797 | 2.0% |
| 104 | 794 | 2.0% |
| 105 | 767 | 1.9% |
| 95 | 755 | 1.9% |
| 106 | 747 | 1.9% |
| Other values (672) | 32184 |
| Value | Count | Frequency (%) |
| 22 | 1 | < 0.1% |
| 43.5 | 1 | < 0.1% |
| 49.67 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 54 | 2 | |
| 54.33 | 1 | < 0.1% |
| 55 | 4 | |
| 56 | 2 |
| Value | Count | Frequency (%) |
| 300 | 5 | |
| 298 | 8 | |
| 297 | 2 | < 0.1% |
| 296 | 3 | < 0.1% |
| 295 | 5 | |
| 294 | 7 | |
| 293 | 3 | < 0.1% |
| 292 | 3 | < 0.1% |
| 291 | 4 | |
| 290 | 5 |
| Distinct | 376 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 7411 |
| Missing (%) | 18.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.28588945 |
| Minimum | 29 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 29 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 71 |
| median | 81 |
| Q3 | 93.5 |
| 95-th percentile | 117 |
| Maximum | 300 |
| Range | 271 |
| Interquartile range (IQR) | 22.5 |
Descriptive statistics
| Standard deviation | 20.25804646 |
|---|---|
| Coefficient of variation (CV) | 0.2403492043 |
| Kurtosis | 16.41241679 |
| Mean | 84.28588945 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 2.534419134 |
| Sum | 2775112.91 |
| Variance | 410.3884465 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 76 | 833 | 2.1% |
| 80 | 831 | 2.1% |
| 78 | 828 | 2.1% |
| 72 | 808 | 2.0% |
| 82 | 795 | 2.0% |
| 74 | 770 | 1.9% |
| 79 | 754 | 1.9% |
| 77 | 748 | 1.9% |
| 84 | 745 | 1.8% |
| 73 | 723 | 1.8% |
| Other values (366) | 25090 | |
| (Missing) | 7411 | 18.4% |
| Value | Count | Frequency (%) |
| 29 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 32 | 2 | |
| 32.75 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 36 | 3 | |
| 36.5 | 1 | < 0.1% |
| 38 | 2 | |
| 39 | 1 | < 0.1% |
| 40 | 2 |
| Value | Count | Frequency (%) |
| 300 | 2 | |
| 298 | 2 | |
| 296 | 3 | |
| 293 | 2 | |
| 292 | 2 | |
| 291 | 1 | < 0.1% |
| 290 | 2 | |
| 287 | 2 | |
| 285 | 1 | < 0.1% |
| 284 | 1 | < 0.1% |
Resp
Real number (ℝ≥0)
| Distinct | 177 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 71 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.24052527 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 22 |
| median | 25 |
| Q3 | 29 |
| 95-th percentile | 37 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 6.601624579 |
|---|---|
| Coefficient of variation (CV) | 0.2515812664 |
| Kurtosis | 16.26681439 |
| Mean | 26.24052527 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.379602644 |
| Sum | 1056574.75 |
| Variance | 43.58144708 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 3733 | 9.3% |
| 22 | 3373 | 8.4% |
| 25 | 2922 | 7.2% |
| 26 | 2821 | 7.0% |
| 28 | 2628 | 6.5% |
| 20 | 2531 | 6.3% |
| 23 | 2446 | 6.1% |
| 27 | 2076 | 5.1% |
| 30 | 1834 | 4.5% |
| 21 | 1785 | 4.4% |
| Other values (167) | 14116 |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 1.5 | 1 | < 0.1% |
| 2 | 9 | |
| 3 | 6 | |
| 4 | 5 | |
| 4.5 | 1 | < 0.1% |
| 5 | 8 | |
| 6 | 5 | |
| 6.5 | 1 | < 0.1% |
| 7 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 5 | |
| 99 | 7 | |
| 98 | 6 | |
| 97 | 5 | |
| 96.5 | 1 | < 0.1% |
| 96 | 4 | |
| 95 | 2 | < 0.1% |
| 94 | 3 | |
| 93 | 2 | < 0.1% |
| 92 | 1 | < 0.1% |
| Distinct | 124 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 37120 |
| Missing (%) | 92.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.2994403 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 33 |
| median | 38 |
| Q3 | 43 |
| 95-th percentile | 52 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 11.25899176 |
|---|---|
| Coefficient of variation (CV) | 0.2939727493 |
| Kurtosis | 9.750683958 |
| Mean | 38.2994403 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.980621967 |
| Sum | 123171 |
| Variance | 126.7648955 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38 | 149 | 0.4% |
| 41 | 147 | 0.4% |
| 37 | 140 | 0.3% |
| 36 | 139 | 0.3% |
| 42 | 137 | 0.3% |
| 40 | 135 | 0.3% |
| 39 | 135 | 0.3% |
| 35 | 130 | 0.3% |
| 44 | 111 | 0.3% |
| 34 | 106 | 0.3% |
| Other values (114) | 1887 | 4.7% |
| (Missing) | 37120 |
| Value | Count | Frequency (%) |
| 10 | 4 | |
| 10.5 | 5 | |
| 11 | 7 | |
| 12 | 6 | |
| 12.5 | 1 | < 0.1% |
| 13 | 4 | |
| 13.5 | 3 | |
| 14 | 5 | |
| 14.5 | 3 | |
| 15 | 4 |
| Value | Count | Frequency (%) |
| 100 | 10 | |
| 99 | 4 | < 0.1% |
| 98 | 10 | |
| 97 | 9 | |
| 96 | 3 | < 0.1% |
| 95 | 2 | < 0.1% |
| 94 | 2 | < 0.1% |
| 93 | 2 | < 0.1% |
| 92 | 4 | < 0.1% |
| 86 | 1 | < 0.1% |
| Distinct | 234 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 27126 |
| Missing (%) | 67.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.327452687 |
| Minimum | -25 |
|---|---|
| Maximum | 100 |
| Zeros | 3105 |
| Zeros (%) | 7.7% |
| Negative | 3065 |
| Negative (%) | 7.6% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | -25 |
|---|---|
| 5-th percentile | -4.555 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 8 |
| Maximum | 100 |
| Range | 125 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.168013668 |
|---|---|
| Coefficient of variation (CV) | 3.139858548 |
| Kurtosis | 29.91375286 |
| Mean | 1.327452687 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.548009292 |
| Sum | 17535.65 |
| Variance | 17.37233793 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3105 | 7.7% |
| 1 | 1484 | 3.7% |
| 2 | 1239 | 3.1% |
| 3 | 1102 | 2.7% |
| -1 | 857 | 2.1% |
| 4 | 848 | 2.1% |
| -2 | 601 | 1.5% |
| 5 | 567 | 1.4% |
| 6 | 437 | 1.1% |
| -3 | 415 | 1.0% |
| Other values (224) | 2555 | 6.3% |
| (Missing) | 27126 |
| Value | Count | Frequency (%) |
| -25 | 1 | < 0.1% |
| -24 | 2 | < 0.1% |
| -21.8 | 1 | < 0.1% |
| -21 | 2 | < 0.1% |
| -20 | 1 | < 0.1% |
| -19 | 6 | |
| -18.5 | 1 | < 0.1% |
| -18.25 | 1 | < 0.1% |
| -18 | 1 | < 0.1% |
| -17 | 4 |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 49.5 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 26 | 2 | < 0.1% |
| 25 | 2 | < 0.1% |
| 24 | 7 | |
| 23 | 2 | < 0.1% |
| 22 | 4 |
| Distinct | 182 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 20119 |
| Missing (%) | 49.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.58826977 |
| Minimum | 5 |
|---|---|
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 19.88 |
| Q1 | 23 |
| median | 25 |
| Q3 | 28 |
| 95-th percentile | 32 |
| Maximum | 55 |
| Range | 50 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.998433364 |
|---|---|
| Coefficient of variation (CV) | 0.1562604037 |
| Kurtosis | 2.948936497 |
| Mean | 25.58826977 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.523808741 |
| Sum | 517318.05 |
| Variance | 15.98746936 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 2518 | 6.2% |
| 26 | 2359 | 5.8% |
| 24 | 2205 | 5.5% |
| 27 | 2093 | 5.2% |
| 23 | 1843 | 4.6% |
| 28 | 1570 | 3.9% |
| 22 | 1235 | 3.1% |
| 29 | 1189 | 2.9% |
| 30 | 783 | 1.9% |
| 21 | 765 | 1.9% |
| Other values (172) | 3657 | 9.1% |
| (Missing) | 20119 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 7.7 | 1 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 5 | < 0.1% |
| 10 | 9 | < 0.1% |
| 11 | 9 | < 0.1% |
| 12 | 12 | |
| 13 | 23 |
| Value | Count | Frequency (%) |
| 55 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 50 | 3 | < 0.1% |
| 49 | 4 | < 0.1% |
| 48 | 2 | < 0.1% |
| 47 | 4 | < 0.1% |
| 46 | 4 | < 0.1% |
| 45 | 9 | |
| 44 | 10 | |
| 43 | 13 |
| Distinct | 87 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 22527 |
| Missing (%) | 55.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9168588916 |
| Minimum | 0 |
|---|---|
| Maximum | 4000 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.28 |
| Q1 | 0.5 |
| median | 0.62 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 4000 |
| Range | 4000 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 29.96987452 |
|---|---|
| Coefficient of variation (CV) | 32.68755399 |
| Kurtosis | 17805.74031 |
| Mean | 0.9168588916 |
| Median Absolute Deviation (MAD) | 0.22 |
| Skewness | 133.4320486 |
| Sum | 16328.34 |
| Variance | 898.1933786 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 6549 | 16.2% |
| 0.5 | 3591 | 8.9% |
| 0.4 | 2233 | 5.5% |
| 0.6 | 1106 | 2.7% |
| 0.7 | 1087 | 2.7% |
| 0.21 | 620 | 1.5% |
| 0.8 | 536 | 1.3% |
| 0.75 | 343 | 0.9% |
| 0.35 | 281 | 0.7% |
| 0.28 | 233 | 0.6% |
| Other values (77) | 1230 | 3.0% |
| (Missing) | 22527 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 0.02 | 2 | < 0.1% |
| 0.03 | 3 | < 0.1% |
| 0.04 | 6 | < 0.1% |
| 0.05 | 4 | < 0.1% |
| 0.06 | 4 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| 0.2 | 30 | 0.1% |
| 0.21 | 620 |
| Value | Count | Frequency (%) |
| 4000 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5.05 | 1 | < 0.1% |
| 2 | 14 | < 0.1% |
| 1.7 | 1 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.2 | 3 | < 0.1% |
| 1 | 6549 |
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 21401 |
| Missing (%) | 53.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.42099023 |
| Minimum | 6.63 |
|---|---|
| Maximum | 7.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 6.63 |
|---|---|
| 5-th percentile | 7.31 |
| Q1 | 7.38 |
| median | 7.42 |
| Q3 | 7.46 |
| 95-th percentile | 7.52 |
| Maximum | 7.93 |
| Range | 1.3 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.06698447184 |
|---|---|
| Coefficient of variation (CV) | 0.009026352247 |
| Kurtosis | 5.226422783 |
| Mean | 7.42099023 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | -0.7051845152 |
| Sum | 140516.45 |
| Variance | 0.004486919467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.42 | 1384 | 3.4% |
| 7.44 | 1286 | 3.2% |
| 7.4 | 1233 | 3.1% |
| 7.43 | 1212 | 3.0% |
| 7.45 | 1178 | 2.9% |
| 7.41 | 1162 | 2.9% |
| 7.46 | 1076 | 2.7% |
| 7.39 | 1052 | 2.6% |
| 7.38 | 973 | 2.4% |
| 7.47 | 867 | 2.1% |
| Other values (72) | 7512 | 18.6% |
| (Missing) | 21401 |
| Value | Count | Frequency (%) |
| 6.63 | 1 | < 0.1% |
| 6.65 | 1 | < 0.1% |
| 6.81 | 1 | < 0.1% |
| 6.85 | 1 | < 0.1% |
| 6.87 | 1 | < 0.1% |
| 6.94 | 1 | < 0.1% |
| 6.98 | 3 | |
| 7 | 2 | |
| 7.01 | 1 | < 0.1% |
| 7.02 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7.93 | 1 | < 0.1% |
| 7.8 | 1 | < 0.1% |
| 7.78 | 1 | < 0.1% |
| 7.73 | 1 | < 0.1% |
| 7.72 | 1 | < 0.1% |
| 7.71 | 2 | |
| 7.69 | 3 | |
| 7.68 | 2 | |
| 7.67 | 1 | < 0.1% |
| 7.66 | 3 |
| Distinct | 438 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 21980 |
| Missing (%) | 54.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.42690673 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 39 |
| median | 44 |
| Q3 | 50 |
| 95-th percentile | 65 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 10.67434797 |
|---|---|
| Coefficient of variation (CV) | 0.2349785344 |
| Kurtosis | 4.613701794 |
| Mean | 45.42690673 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.552377159 |
| Sum | 833856.3 |
| Variance | 113.9417045 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42 | 928 | 2.3% |
| 46 | 891 | 2.2% |
| 44 | 890 | 2.2% |
| 40 | 857 | 2.1% |
| 43 | 845 | 2.1% |
| 45 | 775 | 1.9% |
| 41 | 753 | 1.9% |
| 47 | 739 | 1.8% |
| 48 | 706 | 1.8% |
| 39 | 668 | 1.7% |
| Other values (428) | 10304 | |
| (Missing) | 21980 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 15 | 3 | |
| 15.3 | 1 | < 0.1% |
| 16 | 4 | |
| 16.7 | 1 | < 0.1% |
| 17 | 3 | |
| 18 | 4 | |
| 18.8 | 1 | < 0.1% |
| 19 | 4 |
| Value | Count | Frequency (%) |
| 100 | 16 | |
| 99 | 10 | |
| 98 | 10 | |
| 97.5 | 1 | < 0.1% |
| 97 | 15 | |
| 96 | 6 | < 0.1% |
| 95.5 | 1 | < 0.1% |
| 95 | 6 | < 0.1% |
| 94.5 | 1 | < 0.1% |
| 94 | 16 |
| Distinct | 239 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 27248 |
| Missing (%) | 67.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.38000076 |
| Minimum | 30 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 85 |
| Q1 | 97 |
| median | 98 |
| Q3 | 99 |
| 95-th percentile | 99.6 |
| Maximum | 100 |
| Range | 70 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 6.167312673 |
|---|---|
| Coefficient of variation (CV) | 0.06398954787 |
| Kurtosis | 21.94861322 |
| Mean | 96.38000076 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -4.365916959 |
| Sum | 1261421.45 |
| Variance | 38.0357456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 3215 | 8.0% |
| 99 | 2103 | 5.2% |
| 97 | 1145 | 2.8% |
| 96 | 474 | 1.2% |
| 95 | 217 | 0.5% |
| 99.4 | 203 | 0.5% |
| 99.2 | 196 | 0.5% |
| 99.5 | 187 | 0.5% |
| 99.6 | 180 | 0.4% |
| 100 | 166 | 0.4% |
| Other values (229) | 5002 | 12.4% |
| (Missing) | 27248 |
| Value | Count | Frequency (%) |
| 30 | 2 | < 0.1% |
| 34 | 1 | < 0.1% |
| 40 | 2 | < 0.1% |
| 42 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 49 | 5 | |
| 50 | 2 | < 0.1% |
| 50.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 166 | |
| 99.9 | 72 | 0.2% |
| 99.85 | 1 | < 0.1% |
| 99.8 | 132 | |
| 99.75 | 3 | < 0.1% |
| 99.7 | 160 | |
| 99.6 | 180 | |
| 99.55 | 2 | < 0.1% |
| 99.5 | 187 | |
| 99.45 | 1 | < 0.1% |
| Distinct | 1171 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 25979 |
| Missing (%) | 64.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 182.1310511 |
| Minimum | 3 |
|---|---|
| Maximum | 9961 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 21 |
| median | 34 |
| Q3 | 74 |
| 95-th percentile | 556.4 |
| Maximum | 9961 |
| Range | 9958 |
| Interquartile range (IQR) | 53 |
Descriptive statistics
| Standard deviation | 747.9426097 |
|---|---|
| Coefficient of variation (CV) | 4.106617764 |
| Kurtosis | 84.87751513 |
| Mean | 182.1310511 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 8.618776811 |
| Sum | 2614855.5 |
| Variance | 559418.1473 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 418 | 1.0% |
| 17 | 414 | 1.0% |
| 18 | 410 | 1.0% |
| 21 | 409 | 1.0% |
| 20 | 405 | 1.0% |
| 22 | 386 | 1.0% |
| 16 | 381 | 0.9% |
| 24 | 355 | 0.9% |
| 23 | 347 | 0.9% |
| 15 | 325 | 0.8% |
| Other values (1161) | 10507 | |
| (Missing) | 25979 |
| Value | Count | Frequency (%) |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 10 | < 0.1% |
| 7 | 14 | < 0.1% |
| 8 | 24 | 0.1% |
| 9 | 50 | 0.1% |
| 9.5 | 1 | < 0.1% |
| 10 | 96 | |
| 11 | 153 |
| Value | Count | Frequency (%) |
| 9961 | 1 | |
| 9890 | 1 | |
| 9840 | 1 | |
| 9747 | 1 | |
| 9730 | 1 | |
| 9710 | 1 | |
| 9640 | 1 | |
| 9602 | 1 | |
| 9582 | 1 | |
| 9520 | 1 |
| Distinct | 223 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 2018 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.40460097 |
| Minimum | 1 |
|---|---|
| Maximum | 268 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 13 |
| median | 18 |
| Q3 | 28 |
| 95-th percentile | 65 |
| Maximum | 268 |
| Range | 267 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 20.13454206 |
|---|---|
| Coefficient of variation (CV) | 0.8250305785 |
| Kurtosis | 11.46057572 |
| Mean | 24.40460097 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 2.75823894 |
| Sum | 935135.5 |
| Variance | 405.3997839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 1916 | 4.8% |
| 13 | 1864 | 4.6% |
| 15 | 1853 | 4.6% |
| 12 | 1782 | 4.4% |
| 11 | 1677 | 4.2% |
| 16 | 1674 | 4.2% |
| 17 | 1646 | 4.1% |
| 10 | 1563 | 3.9% |
| 18 | 1438 | 3.6% |
| 19 | 1333 | 3.3% |
| Other values (213) | 21572 | |
| (Missing) | 2018 | 5.0% |
| Value | Count | Frequency (%) |
| 1 | 6 | < 0.1% |
| 2 | 29 | 0.1% |
| 3 | 106 | 0.3% |
| 4 | 219 | 0.5% |
| 4.5 | 2 | < 0.1% |
| 5 | 368 | |
| 5.5 | 2 | < 0.1% |
| 6 | 614 | |
| 6.5 | 1 | < 0.1% |
| 7 | 835 |
| Value | Count | Frequency (%) |
| 268 | 1 | |
| 266 | 1 | |
| 252 | 1 | |
| 235 | 1 | |
| 232 | 1 | |
| 227 | 1 | |
| 211 | 1 | |
| 205 | 1 | |
| 202 | 1 | |
| 201 | 2 |
| Distinct | 620 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 26163 |
| Missing (%) | 64.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.9139208 |
| Minimum | 7 |
|---|---|
| Maximum | 3833 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 55 |
| median | 74 |
| Q3 | 106 |
| 95-th percentile | 246 |
| Maximum | 3833 |
| Range | 3826 |
| Interquartile range (IQR) | 51 |
Descriptive statistics
| Standard deviation | 112.1681344 |
|---|---|
| Coefficient of variation (CV) | 1.111522905 |
| Kurtosis | 167.928556 |
| Mean | 100.9139208 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 9.237644337 |
| Sum | 1430253 |
| Variance | 12581.69037 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55 | 225 | 0.6% |
| 66 | 210 | 0.5% |
| 53 | 209 | 0.5% |
| 58 | 207 | 0.5% |
| 59 | 202 | 0.5% |
| 60 | 202 | 0.5% |
| 69 | 200 | 0.5% |
| 54 | 198 | 0.5% |
| 49 | 196 | 0.5% |
| 61 | 196 | 0.5% |
| Other values (610) | 12128 | |
| (Missing) | 26163 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 16 | 2 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 5 | |
| 19 | 5 |
| Value | Count | Frequency (%) |
| 3833 | 1 | |
| 2528 | 1 | |
| 2440 | 1 | |
| 2190 | 1 | |
| 2121 | 1 | |
| 1799 | 1 | |
| 1669 | 1 | |
| 1650 | 2 | |
| 1546 | 1 | |
| 1501 | 1 |
| Distinct | 258 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 5339 |
| Missing (%) | 13.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.618354716 |
| Minimum | 1.07 |
|---|---|
| Maximum | 27.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 1.07 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 8.1 |
| median | 8.6 |
| Q3 | 9 |
| 95-th percentile | 9.7 |
| Maximum | 27.9 |
| Range | 26.83 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 1.05697304 |
|---|---|
| Coefficient of variation (CV) | 0.1226420906 |
| Kurtosis | 47.53124967 |
| Mean | 8.618354716 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 4.19037443 |
| Sum | 301616.56 |
| Variance | 1.117192007 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.5 | 2315 | 5.7% |
| 8.6 | 2250 | 5.6% |
| 8.3 | 2162 | 5.4% |
| 8.4 | 2118 | 5.3% |
| 8.7 | 2110 | 5.2% |
| 8.8 | 2032 | 5.0% |
| 8.2 | 1929 | 4.8% |
| 8.9 | 1855 | 4.6% |
| 8.1 | 1726 | 4.3% |
| 9 | 1691 | 4.2% |
| Other values (248) | 14809 | |
| (Missing) | 5339 | 13.2% |
| Value | Count | Frequency (%) |
| 1.07 | 2 | |
| 1.08 | 3 | |
| 1.09 | 1 | < 0.1% |
| 1.1 | 2 | |
| 1.11 | 2 | |
| 1.12 | 1 | < 0.1% |
| 1.13 | 2 | |
| 1.14 | 1 | < 0.1% |
| 1.16 | 1 | < 0.1% |
| 1.17 | 2 |
| Value | Count | Frequency (%) |
| 27.9 | 1 | |
| 27 | 1 | |
| 25.2 | 1 | |
| 24.9 | 1 | |
| 23.7 | 1 | |
| 22.6 | 1 | |
| 22.2 | 2 | |
| 22 | 1 | |
| 21.5 | 1 | |
| 21.2 | 1 |
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 18925 |
| Missing (%) | 46.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.168348 |
| Minimum | 73 |
|---|---|
| Maximum | 145 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 73 |
|---|---|
| 5-th percentile | 98 |
| Q1 | 104 |
| median | 107 |
| Q3 | 111 |
| 95-th percentile | 116 |
| Maximum | 145 |
| Range | 72 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.597582131 |
|---|---|
| Coefficient of variation (CV) | 0.05223167318 |
| Kurtosis | 1.843355987 |
| Mean | 107.168348 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.0271233168 |
| Sum | 2294581.5 |
| Variance | 31.33292571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 108 | 1746 | 4.3% |
| 107 | 1726 | 4.3% |
| 109 | 1636 | 4.1% |
| 106 | 1621 | 4.0% |
| 110 | 1502 | 3.7% |
| 105 | 1449 | 3.6% |
| 104 | 1280 | 3.2% |
| 111 | 1256 | 3.1% |
| 103 | 1081 | 2.7% |
| 112 | 1025 | 2.5% |
| Other values (65) | 7089 | 17.6% |
| (Missing) | 18925 |
| Value | Count | Frequency (%) |
| 73 | 1 | < 0.1% |
| 74 | 2 | < 0.1% |
| 80 | 2 | < 0.1% |
| 81 | 1 | < 0.1% |
| 82 | 2 | < 0.1% |
| 83 | 4 | < 0.1% |
| 84 | 1 | < 0.1% |
| 85 | 3 | < 0.1% |
| 86 | 8 | |
| 87 | 11 |
| Value | Count | Frequency (%) |
| 145 | 1 | < 0.1% |
| 141 | 1 | < 0.1% |
| 140 | 2 | < 0.1% |
| 139 | 4 | |
| 137 | 6 | |
| 135 | 4 | |
| 134 | 1 | < 0.1% |
| 133 | 1 | < 0.1% |
| 132 | 5 | |
| 131 | 8 |
| Distinct | 1208 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 2049 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.559971792 |
| Minimum | 0.1 |
|---|---|
| Maximum | 46.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.74 |
| median | 0.98 |
| Q3 | 1.4 |
| 95-th percentile | 5.3 |
| Maximum | 46.6 |
| Range | 46.5 |
| Interquartile range (IQR) | 0.66 |
Descriptive statistics
| Standard deviation | 1.996858622 |
|---|---|
| Coefficient of variation (CV) | 1.280060724 |
| Kurtosis | 37.90325903 |
| Mean | 1.559971792 |
| Median Absolute Deviation (MAD) | 0.28 |
| Skewness | 4.94411808 |
| Sum | 59726.64 |
| Variance | 3.987444355 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8 | 2739 | 6.8% |
| 0.7 | 2558 | 6.3% |
| 0.9 | 2372 | 5.9% |
| 1 | 1932 | 4.8% |
| 0.6 | 1884 | 4.7% |
| 1.1 | 1440 | 3.6% |
| 0.5 | 1065 | 2.6% |
| 1.2 | 1011 | 2.5% |
| 1.3 | 837 | 2.1% |
| 1.4 | 610 | 1.5% |
| Other values (1198) | 21839 | |
| (Missing) | 2049 | 5.1% |
| Value | Count | Frequency (%) |
| 0.1 | 4 | < 0.1% |
| 0.2 | 21 | 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.26 | 1 | < 0.1% |
| 0.27 | 2 | < 0.1% |
| 0.28 | 1 | < 0.1% |
| 0.29 | 1 | < 0.1% |
| 0.3 | 117 | |
| 0.31 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 46.6 | 1 | < 0.1% |
| 41.9 | 1 | < 0.1% |
| 29.86 | 1 | < 0.1% |
| 29.2 | 1 | < 0.1% |
| 29.1 | 1 | < 0.1% |
| 25 | 4 | |
| 24.99 | 1 | < 0.1% |
| 24.03 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23.83 | 1 | < 0.1% |
| Distinct | 229 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 38279 |
| Missing (%) | 94.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.376305299 |
| Minimum | 0.01 |
|---|---|
| Maximum | 37.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.1 |
| median | 0.3 |
| Q3 | 1 |
| 95-th percentile | 6.2 |
| Maximum | 37.5 |
| Range | 37.49 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 3.284154603 |
|---|---|
| Coefficient of variation (CV) | 2.386210825 |
| Kurtosis | 34.26925858 |
| Mean | 1.376305299 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 5.195248659 |
| Sum | 2831.06 |
| Variance | 10.78567146 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 472 | 1.2% |
| 0.2 | 328 | 0.8% |
| 0.3 | 159 | 0.4% |
| 0.4 | 124 | 0.3% |
| 0.5 | 64 | 0.2% |
| 0.6 | 59 | 0.1% |
| 0.7 | 38 | 0.1% |
| 1 | 38 | 0.1% |
| 0.8 | 35 | 0.1% |
| 1.1 | 33 | 0.1% |
| Other values (219) | 707 | 1.8% |
| (Missing) | 38279 |
| Value | Count | Frequency (%) |
| 0.01 | 5 | < 0.1% |
| 0.02 | 4 | < 0.1% |
| 0.03 | 5 | < 0.1% |
| 0.04 | 4 | < 0.1% |
| 0.05 | 4 | < 0.1% |
| 0.06 | 6 | < 0.1% |
| 0.07 | 7 | < 0.1% |
| 0.08 | 4 | < 0.1% |
| 0.09 | 10 | < 0.1% |
| 0.1 | 472 |
| Value | Count | Frequency (%) |
| 37.5 | 1 | |
| 35 | 1 | |
| 30 | 2 | |
| 29.1 | 1 | |
| 28 | 1 | |
| 26.4 | 1 | |
| 23.62 | 1 | |
| 22.2 | 1 | |
| 21.6 | 1 | |
| 21.2 | 1 |
| Distinct | 881 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 1580 |
| Missing (%) | 3.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 167.0247082 |
| Minimum | 19 |
|---|---|
| Maximum | 988 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 93 |
| Q1 | 122 |
| median | 150 |
| Q3 | 189 |
| 95-th percentile | 299 |
| Maximum | 988 |
| Range | 969 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 71.84067005 |
|---|---|
| Coefficient of variation (CV) | 0.4301200154 |
| Kurtosis | 14.06054082 |
| Mean | 167.0247082 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 2.728662747 |
| Sum | 6473209.59 |
| Variance | 5161.081873 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 136 | 363 | 0.9% |
| 133 | 359 | 0.9% |
| 146 | 358 | 0.9% |
| 147 | 356 | 0.9% |
| 150 | 351 | 0.9% |
| 142 | 351 | 0.9% |
| 134 | 351 | 0.9% |
| 149 | 349 | 0.9% |
| 129 | 348 | 0.9% |
| 140 | 344 | 0.9% |
| Other values (871) | 35226 | |
| (Missing) | 1580 | 3.9% |
| Value | Count | Frequency (%) |
| 19 | 1 | |
| 31 | 1 | |
| 38 | 2 | |
| 40 | 1 | |
| 41 | 1 | |
| 42 | 1 | |
| 44 | 1 | |
| 46 | 1 | |
| 47 | 1 | |
| 48 | 1 |
| Value | Count | Frequency (%) |
| 988 | 1 | |
| 960 | 1 | |
| 952 | 1 | |
| 934 | 1 | |
| 924 | 1 | |
| 914 | 1 | |
| 913 | 1 | |
| 912 | 1 | |
| 907 | 1 | |
| 896 | 1 |
| Distinct | 967 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 27843 |
| Missing (%) | 69.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.715240535 |
| Minimum | 0.3 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.86 |
| Q1 | 1.3 |
| median | 1.9 |
| Q3 | 3.1 |
| 95-th percentile | 7.3 |
| Maximum | 31 |
| Range | 30.7 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 2.507642069 |
|---|---|
| Coefficient of variation (CV) | 0.9235432505 |
| Kurtosis | 17.88123839 |
| Mean | 2.715240535 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 3.506374416 |
| Sum | 33921.5 |
| Variance | 6.288268748 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.3 | 415 | 1.0% |
| 1.4 | 404 | 1.0% |
| 1.2 | 394 | 1.0% |
| 1 | 379 | 0.9% |
| 1.6 | 364 | 0.9% |
| 1.5 | 349 | 0.9% |
| 1.1 | 337 | 0.8% |
| 1.7 | 325 | 0.8% |
| 1.8 | 311 | 0.8% |
| 0.9 | 299 | 0.7% |
| Other values (957) | 8916 | 22.1% |
| (Missing) | 27843 |
| Value | Count | Frequency (%) |
| 0.3 | 2 | < 0.1% |
| 0.37 | 1 | < 0.1% |
| 0.4 | 5 | < 0.1% |
| 0.5 | 22 | 0.1% |
| 0.54 | 1 | < 0.1% |
| 0.55 | 2 | < 0.1% |
| 0.56 | 2 | < 0.1% |
| 0.57 | 4 | < 0.1% |
| 0.59 | 1 | < 0.1% |
| 0.6 | 62 |
| Value | Count | Frequency (%) |
| 31 | 1 | |
| 28.9 | 1 | |
| 28.8 | 1 | |
| 27 | 1 | |
| 25.9 | 1 | |
| 24.6 | 1 | |
| 24.5 | 1 | |
| 24 | 1 | |
| 23.5 | 1 | |
| 23.3 | 1 |
| Distinct | 81 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 4931 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.165394718 |
| Minimum | 0.5 |
|---|---|
| Maximum | 9.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 1.9 |
| median | 2.1 |
| Q3 | 2.3 |
| 95-th percentile | 2.8 |
| Maximum | 9.8 |
| Range | 9.3 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.4169453159 |
|---|---|
| Coefficient of variation (CV) | 0.1925493363 |
| Kurtosis | 30.82881911 |
| Mean | 2.165394718 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 2.977083463 |
| Sum | 76665.8 |
| Variance | 0.1738433965 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.1 | 4745 | |
| 2 | 4664 | |
| 2.2 | 4211 | |
| 1.9 | 3569 | |
| 2.3 | 3360 | |
| 1.8 | 2615 | |
| 2.4 | 2499 | |
| 2.5 | 1820 | 4.5% |
| 1.7 | 1649 | 4.1% |
| 2.6 | 1246 | 3.1% |
| Other values (71) | 5027 | |
| (Missing) | 4931 |
| Value | Count | Frequency (%) |
| 0.5 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 1 | 13 | < 0.1% |
| 1.1 | 28 | 0.1% |
| 1.2 | 58 | 0.1% |
| 1.3 | 138 | |
| 1.4 | 248 | |
| 1.45 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.8 | 1 | |
| 9.7 | 1 | |
| 9.6 | 1 | |
| 9.3 | 1 | |
| 8.9 | 2 | |
| 8.3 | 1 | |
| 8.2 | 1 | |
| 8.1 | 1 | |
| 7.9 | 1 | |
| 7.6 | 2 |
| Distinct | 162 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 12015 |
| Missing (%) | 29.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.877382508 |
| Minimum | 0.5 |
|---|---|
| Maximum | 18.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 2.2 |
| Q1 | 3 |
| median | 3.6 |
| Q3 | 4.4 |
| 95-th percentile | 6.4 |
| Maximum | 18.8 |
| Range | 18.3 |
| Interquartile range (IQR) | 1.4 |
Descriptive statistics
| Standard deviation | 1.369775641 |
|---|---|
| Coefficient of variation (CV) | 0.3532732811 |
| Kurtosis | 7.861905702 |
| Mean | 3.877382508 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 1.977700817 |
| Sum | 109811.35 |
| Variance | 1.876285306 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.4 | 1254 | 3.1% |
| 3.5 | 1207 | 3.0% |
| 3.3 | 1193 | 3.0% |
| 3.6 | 1191 | 3.0% |
| 3.2 | 1184 | 2.9% |
| 3.7 | 1147 | 2.8% |
| 3.8 | 1104 | 2.7% |
| 3.1 | 1101 | 2.7% |
| 3.9 | 1069 | 2.7% |
| 2.9 | 978 | 2.4% |
| Other values (152) | 16893 | |
| (Missing) | 12015 |
| Value | Count | Frequency (%) |
| 0.5 | 1 | < 0.1% |
| 0.6 | 3 | < 0.1% |
| 0.7 | 3 | < 0.1% |
| 0.8 | 8 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 1 | 17 | |
| 1.1 | 11 | < 0.1% |
| 1.2 | 28 | |
| 1.3 | 34 | |
| 1.4 | 36 |
| Value | Count | Frequency (%) |
| 18.8 | 1 | |
| 17.6 | 1 | |
| 16.9 | 1 | |
| 16.5 | 1 | |
| 16.4 | 1 | |
| 15.6 | 1 | |
| 15.5 | 1 | |
| 14.5 | 1 | |
| 14.2 | 2 | |
| 14.1 | 1 |
| Distinct | 289 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 1867 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.405983519 |
| Minimum | 2.2 |
|---|---|
| Maximum | 27.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 2.2 |
|---|---|
| 5-th percentile | 3.5 |
| Q1 | 4 |
| median | 4.3 |
| Q3 | 4.7 |
| 95-th percentile | 5.6 |
| Maximum | 27.5 |
| Range | 25.3 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 0.7254265008 |
|---|---|
| Coefficient of variation (CV) | 0.164645759 |
| Kurtosis | 37.05333504 |
| Mean | 4.405983519 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.892950432 |
| Sum | 169493.78 |
| Variance | 0.526243608 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.2 | 2973 | 7.4% |
| 4.1 | 2943 | 7.3% |
| 4 | 2900 | 7.2% |
| 4.3 | 2816 | 7.0% |
| 4.4 | 2579 | 6.4% |
| 3.9 | 2348 | 5.8% |
| 4.5 | 2262 | 5.6% |
| 4.6 | 1984 | 4.9% |
| 3.8 | 1982 | 4.9% |
| 4.7 | 1686 | 4.2% |
| Other values (279) | 13996 | |
| (Missing) | 1867 | 4.6% |
| Value | Count | Frequency (%) |
| 2.2 | 1 | < 0.1% |
| 2.3 | 1 | < 0.1% |
| 2.4 | 1 | < 0.1% |
| 2.5 | 4 | < 0.1% |
| 2.6 | 5 | < 0.1% |
| 2.7 | 9 | < 0.1% |
| 2.8 | 18 | < 0.1% |
| 2.9 | 22 | 0.1% |
| 3 | 77 | |
| 3.1 | 135 |
| Value | Count | Frequency (%) |
| 27.5 | 1 | < 0.1% |
| 15.8 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 11.8 | 1 | < 0.1% |
| 11.5 | 2 | |
| 10.8 | 2 | |
| 10.75 | 1 | < 0.1% |
| 10.6 | 3 | |
| 10.4 | 2 | |
| 10.2 | 1 | < 0.1% |
| Distinct | 295 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 26088 |
| Missing (%) | 64.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.608660865 |
| Minimum | 0.1 |
|---|---|
| Maximum | 49.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.5 |
| median | 0.8 |
| Q3 | 1.3 |
| 95-th percentile | 5 |
| Maximum | 49.6 |
| Range | 49.5 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 3.393138912 |
|---|---|
| Coefficient of variation (CV) | 2.109294126 |
| Kurtosis | 65.09604917 |
| Mean | 1.608660865 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 7.156927749 |
| Sum | 22920.2 |
| Variance | 11.51339168 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 1374 | 3.4% |
| 0.6 | 1308 | 3.2% |
| 0.7 | 1243 | 3.1% |
| 0.4 | 1224 | 3.0% |
| 0.8 | 1046 | 2.6% |
| 0.3 | 925 | 2.3% |
| 0.9 | 873 | 2.2% |
| 1 | 717 | 1.8% |
| 1.1 | 566 | 1.4% |
| 1.2 | 475 | 1.2% |
| Other values (285) | 4497 | 11.1% |
| (Missing) | 26088 |
| Value | Count | Frequency (%) |
| 0.1 | 89 | 0.2% |
| 0.15 | 1 | < 0.1% |
| 0.2 | 472 | 1.2% |
| 0.25 | 1 | < 0.1% |
| 0.3 | 925 | |
| 0.35 | 2 | < 0.1% |
| 0.4 | 1224 | |
| 0.45 | 1 | < 0.1% |
| 0.5 | 1374 | |
| 0.55 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 49.6 | 2 | |
| 49.2 | 1 | |
| 46.6 | 1 | |
| 46.5 | 1 | |
| 45.9 | 1 | |
| 45.3 | 1 | |
| 44.6 | 1 | |
| 44.3 | 1 | |
| 44.1 | 1 | |
| 43.7 | 1 |
| Distinct | 1281 |
|---|---|
| Distinct (%) | 18.2% |
| Missing | 33283 |
| Missing (%) | 82.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.930250957 |
| Minimum | 0.01 |
|---|---|
| Maximum | 440 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.03 |
| median | 0.11 |
| Q3 | 1.56 |
| 95-th percentile | 40 |
| Maximum | 440 |
| Range | 439.99 |
| Interquartile range (IQR) | 1.53 |
Descriptive statistics
| Standard deviation | 24.90949965 |
|---|---|
| Coefficient of variation (CV) | 3.594314233 |
| Kurtosis | 74.54411229 |
| Mean | 6.930250957 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 7.351661376 |
| Sum | 48879.06 |
| Variance | 620.483173 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 1209 | 3.0% |
| 0.03 | 818 | 2.0% |
| 0.02 | 346 | 0.9% |
| 0.04 | 273 | 0.7% |
| 0.05 | 187 | 0.5% |
| 0.06 | 167 | 0.4% |
| 0.07 | 163 | 0.4% |
| 0.08 | 115 | 0.3% |
| 0.1 | 109 | 0.3% |
| 0.09 | 99 | 0.2% |
| Other values (1271) | 3567 | 8.8% |
| (Missing) | 33283 |
| Value | Count | Frequency (%) |
| 0.01 | 1209 | |
| 0.02 | 346 | 0.9% |
| 0.03 | 818 | |
| 0.04 | 273 | 0.7% |
| 0.05 | 187 | 0.5% |
| 0.06 | 167 | 0.4% |
| 0.07 | 163 | 0.4% |
| 0.08 | 115 | 0.3% |
| 0.09 | 99 | 0.2% |
| 0.1 | 109 | 0.3% |
| Value | Count | Frequency (%) |
| 440 | 2 | < 0.1% |
| 394.03 | 1 | < 0.1% |
| 381.6 | 1 | < 0.1% |
| 325.31 | 1 | < 0.1% |
| 271.6 | 1 | < 0.1% |
| 243.81 | 1 | < 0.1% |
| 235.88 | 1 | < 0.1% |
| 226.78 | 1 | < 0.1% |
| 200 | 34 | |
| 199.41 | 1 | < 0.1% |
| Distinct | 482 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 2317 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.70793971 |
| Minimum | 9.3 |
|---|---|
| Maximum | 71.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 9.3 |
|---|---|
| 5-th percentile | 25.5 |
| Q1 | 29.9 |
| median | 33.3 |
| Q3 | 37.2 |
| 95-th percentile | 43 |
| Maximum | 71.7 |
| Range | 62.4 |
| Interquartile range (IQR) | 7.3 |
Descriptive statistics
| Standard deviation | 5.384528664 |
|---|---|
| Coefficient of variation (CV) | 0.1597406638 |
| Kurtosis | 0.4701462806 |
| Mean | 33.70793971 |
| Median Absolute Deviation (MAD) | 3.6 |
| Skewness | 0.4199393542 |
| Sum | 1281542.16 |
| Variance | 28.99314893 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32 | 479 | 1.2% |
| 34 | 453 | 1.1% |
| 33 | 425 | 1.1% |
| 35 | 417 | 1.0% |
| 31 | 370 | 0.9% |
| 36 | 360 | 0.9% |
| 30 | 344 | 0.9% |
| 37 | 328 | 0.8% |
| 29 | 323 | 0.8% |
| 38 | 313 | 0.8% |
| Other values (472) | 34207 | |
| (Missing) | 2317 | 5.7% |
| Value | Count | Frequency (%) |
| 9.3 | 1 | |
| 11 | 1 | |
| 12.5 | 1 | |
| 13.3 | 1 | |
| 14.4 | 1 | |
| 14.6 | 1 | |
| 15.5 | 1 | |
| 15.8 | 1 | |
| 16 | 1 | |
| 16.7 | 1 |
| Value | Count | Frequency (%) |
| 71.7 | 1 | < 0.1% |
| 70.2 | 1 | < 0.1% |
| 65 | 3 | |
| 64.6 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 61.8 | 1 | < 0.1% |
| 61.7 | 1 | < 0.1% |
| 61.2 | 1 | < 0.1% |
| 61 | 1 | < 0.1% |
| 60.5 | 1 | < 0.1% |
| Distinct | 244 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 2448 |
| Missing (%) | 6.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.2325739 |
| Minimum | 2.6 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 2.6 |
|---|---|
| 5-th percentile | 8.3 |
| Q1 | 9.9 |
| median | 11.1 |
| Q3 | 12.4 |
| 95-th percentile | 14.6 |
| Maximum | 32 |
| Range | 29.4 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 1.94150433 |
|---|---|
| Coefficient of variation (CV) | 0.1728458986 |
| Kurtosis | 1.573853687 |
| Mean | 11.2325739 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 0.5845671924 |
| Sum | 425579.76 |
| Variance | 3.769439063 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 825 | 2.0% |
| 10.7 | 821 | 2.0% |
| 11.3 | 821 | 2.0% |
| 10.5 | 814 | 2.0% |
| 10.9 | 811 | 2.0% |
| 11.2 | 800 | 2.0% |
| 10.8 | 797 | 2.0% |
| 10.6 | 775 | 1.9% |
| 10.2 | 768 | 1.9% |
| 10.3 | 763 | 1.9% |
| Other values (234) | 29893 | |
| (Missing) | 2448 | 6.1% |
| Value | Count | Frequency (%) |
| 2.6 | 1 | |
| 3.5 | 1 | |
| 4 | 1 | |
| 4.3 | 1 | |
| 4.4 | 1 | |
| 4.5 | 1 | |
| 4.8 | 1 | |
| 4.9 | 1 | |
| 5.1 | 1 | |
| 5.4 | 1 |
| Value | Count | Frequency (%) |
| 32 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 26.6 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24.8 | 2 | |
| 24 | 1 | < 0.1% |
| 23.8 | 2 | |
| 23.6 | 3 | |
| 23.4 | 1 | < 0.1% |
| 23.2 | 1 | < 0.1% |
| Distinct | 1270 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 20098 |
| Missing (%) | 49.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.12384919 |
| Minimum | 17.1 |
|---|---|
| Maximum | 250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 17.1 |
|---|---|
| 5-th percentile | 23.6 |
| Q1 | 27.8 |
| median | 32.3 |
| Q3 | 42.3 |
| 95-th percentile | 115.23 |
| Maximum | 250 |
| Range | 232.9 |
| Interquartile range (IQR) | 14.5 |
Descriptive statistics
| Standard deviation | 30.99027221 |
|---|---|
| Coefficient of variation (CV) | 0.7186341849 |
| Kurtosis | 12.23758064 |
| Mean | 43.12384919 |
| Median Absolute Deviation (MAD) | 5.7 |
| Skewness | 3.202111502 |
| Sum | 872740.46 |
| Variance | 960.396972 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 150 | 511 | 1.3% |
| 27.7 | 140 | 0.3% |
| 28.6 | 139 | 0.3% |
| 28.8 | 139 | 0.3% |
| 28.1 | 136 | 0.3% |
| 28.9 | 134 | 0.3% |
| 29.3 | 131 | 0.3% |
| 29.8 | 128 | 0.3% |
| 27.6 | 128 | 0.3% |
| 28.5 | 128 | 0.3% |
| Other values (1260) | 18524 | |
| (Missing) | 20098 |
| Value | Count | Frequency (%) |
| 17.1 | 1 | < 0.1% |
| 17.2 | 1 | < 0.1% |
| 17.3 | 1 | < 0.1% |
| 18.1 | 1 | < 0.1% |
| 18.2 | 1 | < 0.1% |
| 18.4 | 2 | |
| 18.5 | 3 | |
| 18.6 | 1 | < 0.1% |
| 18.7 | 4 | |
| 18.8 | 3 |
| Value | Count | Frequency (%) |
| 250 | 10 | < 0.1% |
| 249.9 | 13 | < 0.1% |
| 249 | 56 | |
| 248.7 | 1 | < 0.1% |
| 248 | 1 | < 0.1% |
| 247.5 | 1 | < 0.1% |
| 247 | 2 | < 0.1% |
| 246.8 | 1 | < 0.1% |
| 238.1 | 1 | < 0.1% |
| 237.5 | 1 | < 0.1% |
| Distinct | 645 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 2625 |
| Missing (%) | 6.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.36481663 |
| Minimum | 0.1 |
|---|---|
| Maximum | 440 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8.2 |
| median | 11.2 |
| Q3 | 14.9 |
| 95-th percentile | 22.9 |
| Maximum | 440 |
| Range | 439.9 |
| Interquartile range (IQR) | 6.7 |
Descriptive statistics
| Standard deviation | 8.174087274 |
|---|---|
| Coefficient of variation (CV) | 0.6610763036 |
| Kurtosis | 586.990463 |
| Mean | 12.36481663 |
| Median Absolute Deviation (MAD) | 3.3 |
| Skewness | 15.37822832 |
| Sum | 466289.6 |
| Variance | 66.81570276 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.6 | 358 | 0.9% |
| 9.8 | 354 | 0.9% |
| 10 | 353 | 0.9% |
| 8.6 | 352 | 0.9% |
| 10.2 | 350 | 0.9% |
| 10.4 | 348 | 0.9% |
| 11.8 | 341 | 0.8% |
| 8.8 | 341 | 0.8% |
| 9.4 | 336 | 0.8% |
| 8.2 | 335 | 0.8% |
| Other values (635) | 34243 | |
| (Missing) | 2625 | 6.5% |
| Value | Count | Frequency (%) |
| 0.1 | 15 | |
| 0.2 | 13 | |
| 0.3 | 9 | |
| 0.4 | 7 | |
| 0.5 | 4 | < 0.1% |
| 0.6 | 6 | < 0.1% |
| 0.7 | 4 | < 0.1% |
| 0.8 | 4 | < 0.1% |
| 0.9 | 4 | < 0.1% |
| 1 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 440 | 1 | |
| 422.9 | 1 | |
| 387 | 1 | |
| 251 | 1 | |
| 224.9 | 1 | |
| 222.8 | 1 | |
| 215.3 | 1 | |
| 199.2 | 1 | |
| 182.6 | 1 | |
| 170.3 | 1 |
| Distinct | 718 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 35821 |
| Missing (%) | 88.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 327.1100997 |
| Minimum | 35 |
|---|---|
| Maximum | 1760 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 138 |
| Q1 | 209.5 |
| median | 286 |
| Q3 | 399 |
| 95-th percentile | 666 |
| Maximum | 1760 |
| Range | 1725 |
| Interquartile range (IQR) | 189.5 |
Descriptive statistics
| Standard deviation | 167.059262 |
|---|---|
| Coefficient of variation (CV) | 0.5107126384 |
| Kurtosis | 3.412291245 |
| Mean | 327.1100997 |
| Median Absolute Deviation (MAD) | 88 |
| Skewness | 1.48367579 |
| Sum | 1476902.1 |
| Variance | 27908.79704 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 217 | 32 | 0.1% |
| 214 | 26 | 0.1% |
| 280 | 25 | 0.1% |
| 215 | 24 | 0.1% |
| 208 | 24 | 0.1% |
| 200 | 24 | 0.1% |
| 185 | 23 | 0.1% |
| 236 | 22 | 0.1% |
| 233 | 22 | 0.1% |
| 203 | 22 | 0.1% |
| Other values (708) | 4271 | 10.6% |
| (Missing) | 35821 |
| Value | Count | Frequency (%) |
| 35 | 1 | < 0.1% |
| 52.5 | 1 | < 0.1% |
| 58 | 2 | |
| 61 | 2 | |
| 62 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 65 | 2 | |
| 70 | 1 | < 0.1% |
| 71 | 1 | < 0.1% |
| 76 | 3 |
| Value | Count | Frequency (%) |
| 1760 | 1 | < 0.1% |
| 1383 | 1 | < 0.1% |
| 1246 | 1 | < 0.1% |
| 1179 | 1 | < 0.1% |
| 1161 | 1 | < 0.1% |
| 1076 | 1 | < 0.1% |
| 1030 | 2 | < 0.1% |
| 1000 | 8 | |
| 994 | 1 | < 0.1% |
| 979 | 1 | < 0.1% |
| Distinct | 829 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 2577 |
| Missing (%) | 6.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 221.3656612 |
| Minimum | 4 |
|---|---|
| Maximum | 2322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 93 |
| Q1 | 154 |
| median | 204 |
| Q3 | 268 |
| 95-th percentile | 406 |
| Maximum | 2322 |
| Range | 2318 |
| Interquartile range (IQR) | 114 |
Descriptive statistics
| Standard deviation | 104.945989 |
|---|---|
| Coefficient of variation (CV) | 0.47408432 |
| Kurtosis | 13.53349084 |
| Mean | 221.3656612 |
| Median Absolute Deviation (MAD) | 56 |
| Skewness | 2.100815259 |
| Sum | 8358546 |
| Variance | 11013.6606 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 167 | 225 | 0.6% |
| 187 | 207 | 0.5% |
| 188 | 205 | 0.5% |
| 202 | 204 | 0.5% |
| 197 | 203 | 0.5% |
| 194 | 202 | 0.5% |
| 175 | 202 | 0.5% |
| 192 | 201 | 0.5% |
| 207 | 201 | 0.5% |
| 186 | 201 | 0.5% |
| Other values (819) | 35708 | |
| (Missing) | 2577 | 6.4% |
| Value | Count | Frequency (%) |
| 4 | 2 | |
| 5 | 3 | |
| 6 | 1 | < 0.1% |
| 7 | 2 | |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 3 | |
| 13 | 2 | |
| 14 | 3 |
| Value | Count | Frequency (%) |
| 2322 | 1 | |
| 1783 | 1 | |
| 1667 | 1 | |
| 1343 | 1 | |
| 1339 | 1 | |
| 1274 | 2 | |
| 1253 | 1 | |
| 1201 | 1 | |
| 1197 | 1 | |
| 1140 | 1 |
Age
Real number (ℝ≥0)
| Distinct | 5987 |
|---|---|
| Distinct (%) | 14.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.64342324 |
| Minimum | 14 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 51 |
| median | 63.11 |
| Q3 | 74 |
| 95-th percentile | 85 |
| Maximum | 100 |
| Range | 86 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 16.48294561 |
|---|---|
| Coefficient of variation (CV) | 0.2673917954 |
| Kurtosis | -0.2334728394 |
| Mean | 61.64342324 |
| Median Absolute Deviation (MAD) | 11.27 |
| Skewness | -0.4250999292 |
| Sum | 2486449.12 |
| Variance | 271.6874961 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67 | 581 | 1.4% |
| 68 | 545 | 1.4% |
| 66 | 521 | 1.3% |
| 65 | 512 | 1.3% |
| 61 | 502 | 1.2% |
| 69 | 498 | 1.2% |
| 71 | 490 | 1.2% |
| 62 | 480 | 1.2% |
| 70 | 478 | 1.2% |
| 63 | 473 | 1.2% |
| Other values (5977) | 35256 |
| Value | Count | Frequency (%) |
| 14 | 2 | < 0.1% |
| 15 | 2 | < 0.1% |
| 16 | 5 | < 0.1% |
| 17 | 13 | |
| 18 | 32 | |
| 18.11 | 3 | < 0.1% |
| 18.13 | 1 | < 0.1% |
| 18.14 | 2 | < 0.1% |
| 18.15 | 1 | < 0.1% |
| 18.18 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 392 | |
| 89 | 112 | 0.3% |
| 88.99 | 1 | < 0.1% |
| 88.98 | 2 | < 0.1% |
| 88.97 | 4 | < 0.1% |
| 88.96 | 1 | < 0.1% |
| 88.95 | 4 | < 0.1% |
| 88.94 | 2 | < 0.1% |
| 88.93 | 1 | < 0.1% |
| 88.92 | 5 | < 0.1% |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 315.2 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 40336 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 22566 | |
| 0 | 17770 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 22566 | |
| 0 | 17770 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 22566 | |
| 0 | 17770 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 22566 | |
| 0 | 17770 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 40336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 22566 | |
| 0 | 17770 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 22566 | |
| 0 | 17770 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15617 |
| Missing (%) | 38.7% |
| Memory size | 315.2 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74157 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 12452 | |
| 1.0 | 12267 | |
| (Missing) | 15617 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 12452 | |
| 1.0 | 12267 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| . | 24719 | |
| 1 | 12267 | 16.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49438 | |
| Other Punctuation | 24719 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| 1 | 12267 | 24.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 24719 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 74157 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| . | 24719 | |
| 1 | 12267 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74157 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 37171 | |
| . | 24719 | |
| 1 | 12267 | 16.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15617 |
| Missing (%) | 38.7% |
| Memory size | 315.2 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74157 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 12452 | |
| 0.0 | 12267 | |
| (Missing) | 15617 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 12452 | |
| 0.0 | 12267 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| . | 24719 | |
| 1 | 12452 | 16.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49438 | |
| Other Punctuation | 24719 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| 1 | 12452 | 25.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 24719 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 74157 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| . | 24719 | |
| 1 | 12452 | 16.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74157 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 36986 | |
| . | 24719 | |
| 1 | 12452 | 16.8% |
| Distinct | 12156 |
|---|---|
| Distinct (%) | 30.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -51.84894508 |
| Minimum | -5366.86 |
|---|---|
| Maximum | 23.99 |
| Zeros | 1313 |
| Zeros (%) | 3.3% |
| Negative | 38767 |
| Negative (%) | 96.1% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | -5366.86 |
|---|---|
| 5-th percentile | -240.942 |
| Q1 | -43.685 |
| median | -6.05 |
| Q3 | -0.04 |
| 95-th percentile | -0.01 |
| Maximum | 23.99 |
| Range | 5390.85 |
| Interquartile range (IQR) | 43.645 |
Descriptive statistics
| Standard deviation | 139.766452 |
|---|---|
| Coefficient of variation (CV) | -2.695646975 |
| Kurtosis | 175.3735088 |
| Mean | -51.84894508 |
| Median Absolute Deviation (MAD) | 6.03 |
| Skewness | -9.578944604 |
| Sum | -2091327.2 |
| Variance | 19534.6611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.02 | 3999 | 9.9% |
| -0.03 | 2487 | 6.2% |
| 0 | 1313 | 3.3% |
| -0.01 | 1293 | 3.2% |
| -0.04 | 794 | 2.0% |
| -0.05 | 436 | 1.1% |
| -0.06 | 241 | 0.6% |
| -0.07 | 176 | 0.4% |
| -0.09 | 108 | 0.3% |
| -0.08 | 99 | 0.2% |
| Other values (12146) | 29389 |
| Value | Count | Frequency (%) |
| -5366.86 | 1 | |
| -3710.66 | 1 | |
| -3397.64 | 1 | |
| -3342.34 | 1 | |
| -3322.9 | 1 | |
| -3269.1 | 1 | |
| -3212.56 | 1 | |
| -3189.39 | 1 | |
| -3141.55 | 1 | |
| -3112.12 | 1 |
| Value | Count | Frequency (%) |
| 23.99 | 1 | |
| 22.04 | 1 | |
| 20.04 | 1 | |
| 17.34 | 1 | |
| 16.02 | 1 | |
| 14.65 | 1 | |
| 14.21 | 1 | |
| 14 | 1 | |
| 11.94 | 1 | |
| 10.99 | 1 |
| Distinct | 274 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.01011503 |
| Minimum | 8 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 24 |
| median | 39 |
| Q3 | 47 |
| 95-th percentile | 58 |
| Maximum | 336 |
| Range | 328 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 22.92464081 |
|---|---|
| Coefficient of variation (CV) | 0.5876588878 |
| Kurtosis | 43.19490598 |
| Mean | 39.01011503 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 4.901225737 |
| Sum | 1573512 |
| Variance | 525.5391564 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 1362 | 3.4% |
| 39 | 1321 | 3.3% |
| 38 | 1318 | 3.3% |
| 41 | 1293 | 3.2% |
| 40 | 1292 | 3.2% |
| 43 | 1239 | 3.1% |
| 42 | 1226 | 3.0% |
| 37 | 1194 | 3.0% |
| 44 | 1141 | 2.8% |
| 46 | 1132 | 2.8% |
| Other values (264) | 27818 |
| Value | Count | Frequency (%) |
| 8 | 281 | |
| 9 | 206 | 0.5% |
| 10 | 202 | 0.5% |
| 11 | 207 | 0.5% |
| 12 | 247 | 0.6% |
| 13 | 313 | |
| 14 | 369 | |
| 15 | 506 | |
| 16 | 552 | |
| 17 | 642 |
| Value | Count | Frequency (%) |
| 336 | 16 | |
| 335 | 1 | < 0.1% |
| 334 | 1 | < 0.1% |
| 330 | 1 | < 0.1% |
| 328 | 1 | < 0.1% |
| 327 | 1 | < 0.1% |
| 326 | 1 | < 0.1% |
| 320 | 1 | < 0.1% |
| 318 | 1 | < 0.1% |
| 312 | 2 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 315.2 KiB |
| 0 | |
|---|---|
| 1 | 2932 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 40336 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 40336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 315.2 KiB |
| 0 | |
|---|---|
| 1 | 2932 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 40336 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 40336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 37404 | |
| 1 | 2932 | 7.3% |
| Distinct | 273 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.48200119 |
| Minimum | 8 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 315.2 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 24 |
| median | 38 |
| Q3 | 47 |
| 95-th percentile | 58 |
| Maximum | 336 |
| Range | 328 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 22.79592332 |
|---|---|
| Coefficient of variation (CV) | 0.5923788425 |
| Kurtosis | 42.42147962 |
| Mean | 38.48200119 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 4.840449261 |
| Sum | 1552210 |
| Variance | 519.6541201 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 1364 | 3.4% |
| 39 | 1362 | 3.4% |
| 38 | 1323 | 3.3% |
| 40 | 1285 | 3.2% |
| 41 | 1271 | 3.2% |
| 37 | 1223 | 3.0% |
| 43 | 1210 | 3.0% |
| 42 | 1193 | 3.0% |
| 44 | 1143 | 2.8% |
| 45 | 1089 | 2.7% |
| Other values (263) | 27873 |
| Value | Count | Frequency (%) |
| 8 | 328 | |
| 9 | 236 | 0.6% |
| 10 | 221 | 0.5% |
| 11 | 234 | 0.6% |
| 12 | 285 | 0.7% |
| 13 | 350 | |
| 14 | 412 | |
| 15 | 536 | |
| 16 | 601 | |
| 17 | 721 |
| Value | Count | Frequency (%) |
| 336 | 10 | |
| 335 | 3 | < 0.1% |
| 334 | 2 | < 0.1% |
| 333 | 1 | < 0.1% |
| 330 | 1 | < 0.1% |
| 328 | 1 | < 0.1% |
| 327 | 1 | < 0.1% |
| 326 | 1 | < 0.1% |
| 320 | 1 | < 0.1% |
| 318 | 1 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 117.0 | 100.0 | 37.44 | 181.0 | 141.33 | NaN | 32.0 | NaN | 24.0 | 48.0 | 0.3 | 7.40 | 100.0 | 91.0 | 16.0 | 22.0 | 98.0 | 9.6 | 85.0 | 0.7 | NaN | 193.0 | NaN | 2.2 | 3.7 | 4.6 | 0.3 | NaN | 37.2 | 12.5 | NaN | 14.7 | NaN | 338.0 | 83.14 | 0 | NaN | NaN | -0.03 | 54 | 0 | 0 | 54 |
| 1 | 2 | 94.0 | 100.0 | 36.44 | 194.0 | 116.00 | 66.0 | 27.0 | NaN | NaN | 22.0 | NaN | NaN | NaN | NaN | NaN | 100.0 | NaN | 7.9 | 113.0 | 2.5 | NaN | 78.0 | NaN | 2.5 | 4.4 | 5.1 | NaN | NaN | 27.8 | 9.7 | NaN | 11.0 | NaN | 158.0 | 75.91 | 0 | 0.0 | 1.0 | -98.60 | 23 | 0 | 0 | 23 |
| 2 | 3 | 93.0 | 99.0 | 38.61 | 159.0 | 99.00 | 69.0 | 40.0 | NaN | 8.0 | 32.0 | 0.8 | 7.51 | 41.0 | NaN | NaN | 31.0 | NaN | 11.1 | 100.0 | 0.9 | NaN | 130.0 | NaN | 2.5 | 2.9 | 4.1 | NaN | NaN | 32.1 | 11.0 | 30.5 | 10.0 | NaN | 488.0 | 45.82 | 0 | 1.0 | 0.0 | -1195.71 | 48 | 0 | 0 | 48 |
| 3 | 4 | 113.0 | 100.0 | 36.78 | 132.5 | 84.00 | 61.5 | 26.0 | NaN | 0.0 | 22.0 | NaN | 7.41 | 45.0 | 98.0 | NaN | 19.0 | NaN | 8.2 | 108.0 | 0.8 | NaN | 253.0 | NaN | 2.4 | 3.8 | 5.0 | NaN | NaN | 27.6 | 8.3 | 22.3 | 7.6 | NaN | 220.0 | 65.71 | 0 | 0.0 | 1.0 | -8.77 | 29 | 0 | 0 | 29 |
| 4 | 5 | 88.0 | 99.0 | 37.33 | 150.0 | 103.00 | NaN | 21.0 | NaN | NaN | 28.0 | NaN | NaN | NaN | NaN | 30.0 | 9.0 | 80.0 | 8.5 | 106.0 | 0.7 | NaN | 138.0 | NaN | 2.5 | 3.0 | 4.0 | 0.6 | NaN | 45.7 | 15.5 | 29.0 | 8.1 | NaN | 288.0 | 28.09 | 1 | 1.0 | 0.0 | -0.05 | 49 | 0 | 0 | 48 |
| 5 | 6 | 111.0 | 100.0 | 36.72 | 150.0 | 100.00 | NaN | 43.0 | NaN | 0.0 | 29.0 | 0.4 | 7.34 | 47.0 | NaN | NaN | 9.0 | NaN | NaN | 111.0 | 0.7 | NaN | 293.0 | 1.4 | NaN | NaN | 3.8 | NaN | NaN | 36.9 | 12.2 | NaN | 12.0 | NaN | 298.0 | 52.01 | 1 | 1.0 | 0.0 | -0.03 | 19 | 0 | 0 | 17 |
| 6 | 7 | 155.5 | 100.0 | 38.39 | 147.5 | 102.00 | 82.0 | 33.0 | NaN | -6.0 | 20.0 | 1.0 | 7.40 | 36.0 | NaN | 452.0 | 71.0 | 88.0 | 8.0 | 123.0 | 3.9 | NaN | 263.0 | 2.2 | 1.9 | 3.8 | 4.6 | 1.4 | NaN | 46.0 | 16.4 | 27.1 | 9.7 | NaN | 66.0 | 64.24 | 1 | 1.0 | 0.0 | -0.05 | 45 | 0 | 0 | 45 |
| 7 | 8 | 88.0 | 100.0 | 36.89 | 136.0 | 81.00 | 56.0 | 22.0 | NaN | -6.0 | 17.0 | NaN | 7.37 | 37.0 | NaN | NaN | 31.0 | NaN | 8.2 | 110.0 | 1.3 | NaN | 129.0 | 2.1 | 2.5 | 3.8 | 5.7 | NaN | NaN | 32.9 | 11.4 | NaN | 11.4 | NaN | 357.0 | 87.08 | 1 | NaN | NaN | -2.23 | 40 | 0 | 0 | 40 |
| 8 | 9 | 143.0 | 100.0 | 39.33 | 158.0 | 117.00 | 120.0 | 55.5 | NaN | 9.0 | 35.0 | 1.0 | 7.51 | 80.5 | 99.0 | NaN | 25.0 | NaN | 8.7 | 113.0 | 1.3 | NaN | 143.0 | 3.8 | 2.4 | 5.4 | 4.5 | NaN | NaN | 39.5 | 14.6 | 46.4 | 14.9 | 804.0 | 759.0 | 27.92 | 1 | NaN | NaN | -0.03 | 258 | 1 | 1 | 258 |
| 9 | 10 | 84.0 | 100.0 | 37.70 | 137.0 | 85.00 | 65.0 | 23.0 | NaN | 0.0 | 25.0 | 1.0 | 7.42 | 43.0 | 99.0 | NaN | 18.0 | NaN | NaN | 109.0 | 1.1 | NaN | 116.0 | 1.1 | 2.1 | NaN | 3.9 | NaN | NaN | 32.8 | 10.9 | 29.9 | 9.9 | NaN | 115.0 | 76.71 | 0 | 0.0 | 1.0 | -2.36 | 25 | 0 | 0 | 23 |
Last rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40326 | 119991 | 84.0 | 100.0 | 37.3 | 172.0 | 112.0 | 70.0 | 31.5 | 40.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 14.0 | NaN | 7.5 | NaN | 0.79 | NaN | 155.0 | NaN | 1.6 | NaN | 4.1 | NaN | NaN | 26.3 | 8.4 | NaN | 6.4 | NaN | 96.0 | 81.0 | 0 | 0.0 | 1.0 | -66.13 | 25 | 0 | 0 | 25 |
| 40327 | 119992 | 112.0 | 100.0 | 37.5 | 213.0 | 153.0 | 111.0 | 29.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 37.0 | NaN | 9.2 | NaN | 9.93 | NaN | 143.0 | NaN | 1.8 | 6.6 | 4.5 | NaN | 0.41 | 30.2 | 9.5 | NaN | 2.8 | NaN | 198.0 | 45.0 | 1 | 1.0 | 0.0 | -4.55 | 41 | 0 | 0 | 41 |
| 40328 | 119993 | 90.5 | 98.0 | 37.2 | 150.5 | 105.0 | 86.0 | 20.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 15.0 | NaN | 8.3 | NaN | 1.01 | NaN | 132.0 | NaN | 2.0 | 2.6 | 4.1 | NaN | 0.01 | 42.0 | 14.9 | NaN | 12.3 | NaN | 175.0 | 65.0 | 1 | NaN | NaN | -3.53 | 21 | 0 | 0 | 21 |
| 40329 | 119994 | 82.0 | 100.0 | 37.9 | 146.0 | 89.5 | 66.0 | 26.0 | 42.0 | NaN | NaN | 0.5 | 7.4 | 40.0 | 98.7 | NaN | 18.0 | NaN | 8.4 | NaN | 1.13 | NaN | 155.0 | 7.21 | 2.2 | 3.6 | 4.8 | NaN | NaN | 30.3 | 10.3 | NaN | 11.4 | NaN | 71.0 | 71.0 | 1 | 0.0 | 1.0 | -29.57 | 42 | 0 | 0 | 42 |
| 40330 | 119995 | 83.0 | 98.0 | 36.3 | 175.0 | 124.0 | 97.0 | 28.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | NaN | 8.8 | NaN | 0.81 | NaN | 117.0 | NaN | 2.0 | 3.0 | 3.5 | NaN | NaN | 39.2 | 13.1 | NaN | 7.0 | 289.0 | 154.0 | 76.0 | 1 | 0.0 | 1.0 | -14.90 | 42 | 0 | 0 | 42 |
| 40331 | 119996 | 124.0 | 100.0 | 37.0 | 164.0 | 105.0 | 109.0 | 23.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 849.0 | 8.0 | 259.0 | 8.8 | NaN | 0.58 | NaN | 160.0 | NaN | 2.3 | NaN | 4.0 | 3.3 | 0.01 | 42.7 | 13.8 | NaN | 12.6 | NaN | 238.0 | 84.0 | 0 | NaN | NaN | -6.69 | 48 | 0 | 0 | 48 |
| 40332 | 119997 | 80.0 | 100.0 | 37.3 | 156.0 | 193.5 | 90.0 | 26.0 | 45.0 | NaN | NaN | NaN | NaN | NaN | NaN | 24.0 | 6.0 | 116.0 | 17.8 | NaN | 0.85 | 0.1 | 106.0 | NaN | 3.2 | 3.1 | 3.6 | 0.7 | 1.09 | 49.4 | 16.1 | 38.2 | 10.8 | NaN | 201.0 | 30.0 | 1 | NaN | NaN | -0.02 | 25 | 0 | 0 | 25 |
| 40333 | 119998 | 103.0 | 100.0 | 37.6 | 205.5 | 158.5 | 130.5 | 26.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | 61.0 | 68.0 | 8.3 | NaN | 8.77 | NaN | 91.0 | NaN | 1.9 | 4.1 | 4.3 | 0.2 | NaN | 30.2 | 9.6 | NaN | 13.6 | NaN | 225.0 | 60.0 | 0 | 1.0 | 0.0 | -53.64 | 49 | 0 | 0 | 49 |
| 40334 | 119999 | 106.0 | 100.0 | 37.9 | 164.0 | 114.0 | 82.0 | 27.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 34.0 | 29.0 | 50.0 | 8.5 | NaN | 1.04 | NaN | 111.0 | NaN | NaN | NaN | 3.4 | 1.1 | NaN | 26.5 | 8.7 | NaN | 11.4 | NaN | 272.0 | 84.0 | 0 | 1.0 | 0.0 | -10.74 | 20 | 0 | 0 | 20 |
| 40335 | 120000 | 101.0 | 99.0 | 37.0 | 168.0 | 119.0 | 84.0 | 20.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 18.0 | 11.0 | 75.0 | 9.3 | NaN | 0.54 | 0.1 | 242.0 | NaN | 2.2 | 4.0 | 3.6 | 0.9 | NaN | 37.6 | 12.0 | 29.1 | 6.8 | NaN | 230.0 | 62.0 | 0 | NaN | NaN | 0.00 | 35 | 0 | 0 | 35 |